The 57-year-old's traveling party is headlined by Atletico Madrid ace Thomas Teye Partey, who won the Uefa Europa League on Wednesday, as well as the likes of Mubarak Wakaso, Richmond Boakye-Yiadom and Raphael Dwamena.
New Reading acquisition Andy Yiadom returns to the team for the first time since debuting at the 2017 Africa Cup of Nations.
Rashid Sumaila, Frank Acheampong and Albert Adomah, who ended the season as Aston Villa's leading scorer, complete the list of long-term returnees.
Juventus midfielder Kwadwo Asamoah is, however, still missing despite indicating his readiness to return to national duty for the first time since 2014.
Captain Asamoah Gyan, deputy skipper Andre Ayew, Jordan Ayew, Daniel Amartey, Christian Atsu, Ebenezer Ofori, Jeffrey Schlupp, Harrison Afful, Baba Rahman and Abdul Majeed Waris all failed to make the list for various reasons.
Ghana play World Cup-bound Japan on May 30 before facing another World Cup-bound side Iceland on June 7.
Defenders: Lumor Agbenyenu (Sporting CP, Portugal), Andy Yiadom (Reading, England), Joseph Attamah (Istanbul Basaksehir, Turkey), Kasim Adams Nuhu (Young Boys, Switzerland), Rashid Sumaila (Al Gharafa, Qatar), Nicholas Opoku (Club Africain, Tunisia)
Midfielders: Isaac Sackey (Alanyaspor, Turkey), Afriyie Acquah (Torino, Italy), Frank Acheampong (Tianjin Teda, China), Mubarak Wakaso (Deportivo Alaves, Spain), Thomas Teye Partey (Atletico Madrid, Spain), Edwin Gyasi (CSKA Sofia, Bulgaria), Thomas Agyepong (NAC Breda, Holland), Nana Ampomah (Waasland-Beveren, Belgium), Albert Adomah (Aston Villa, England)